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Goodness Inyambe

LLM Prompt Engineer and Evaluation Specialist

Nigeria flagN/A, Nigeria
$15.00/hrIntermediateMercor

Key Skills

Software

MercorMercor

Top Subject Matter

Business Process Automation
Agentic AI
LLM Workflows

Top Data Types

TextText
DocumentDocument
AudioAudio

Top Task Types

Prompt + Response Writing (SFT)Prompt + Response Writing (SFT)
ClassificationClassification

Freelancer Overview

LLM Prompt Engineer and Evaluation Specialist. Brings 1+ years of professional experience across legal operations, contract review, compliance, and structured analysis. Core strengths include Internal and Proprietary Tooling. Education includes Certificate in Software Engineering, ALX Africa (2024). AI-training focus includes data types such as Text and labeling workflows including Prompt + Response Writing (SFT) and Classification.

IntermediateEnglish

Labeling Experience

n8n LLM Workflow Automation Engineer

TextClassification
Integrated LLM-powered classification nodes within n8n workflows for business automation processes. Developed and managed workflows that automatically classify and route text data across multi-stage pipelines. Tuned classification criteria and error-handling to support high-reliability automation. • Implemented automated classification of SaaS/app text inputs. • Configured LLM models for content summarisation and automated routing. • Designed process for validation and correction of classified outputs. • Documented classification and transformation logic at scale.

Integrated LLM-powered classification nodes within n8n workflows for business automation processes. Developed and managed workflows that automatically classify and route text data across multi-stage pipelines. Tuned classification criteria and error-handling to support high-reliability automation. • Implemented automated classification of SaaS/app text inputs. • Configured LLM models for content summarisation and automated routing. • Designed process for validation and correction of classified outputs. • Documented classification and transformation logic at scale.

2024 - 2024

LLM Prompt Engineer and Evaluation Specialist

TextPrompt Response Writing SFT
Developed and refined prompt templates for LLM-based agentic systems in business process automation tasks. Evaluated prompt performance and output quality, iteratively improving question-answer accuracy and contextual relevance. Designed and ran tests on retrieval-augmented generation (RAG) pipelines for knowledge grounding in AI agents. • Created reusable prompt and response datasets for agent task benchmarking. • Applied evaluation frameworks to measure LLM answer fidelity and relevance. • Integrated prompt workflows with LangChain and vector storage tools. • Authored detailed technical documentation on prompt schemas and evaluation results.

Developed and refined prompt templates for LLM-based agentic systems in business process automation tasks. Evaluated prompt performance and output quality, iteratively improving question-answer accuracy and contextual relevance. Designed and ran tests on retrieval-augmented generation (RAG) pipelines for knowledge grounding in AI agents. • Created reusable prompt and response datasets for agent task benchmarking. • Applied evaluation frameworks to measure LLM answer fidelity and relevance. • Integrated prompt workflows with LangChain and vector storage tools. • Authored detailed technical documentation on prompt schemas and evaluation results.

2024 - 2024

Education

A

ALX Africa

Certificate in Software Engineering, Software Engineering

Certificate in Software Engineering
2024 - 2024

Work History

I

Independent Project

Workflow Automation Engineer

N/A
2024 - 2024
I

Independent Project

AI Agent Engineer & Automation Engineer

N/A
2024 - 2024